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Luhy

添加17,293字节, 2025年5月29日 (星期四)

无编辑摘要

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*Nov 19-24, 2024: Attend the PRICAI 2024, Kyoto, Japan.

*Aug 13-17, 2024: Attend the ACL 2024, Bankok, Thailand.

*May 5-7, 2024: Attend the VALSE 2024, Chongqing, China.

*Oct 26-28, 2023: Attend the CNCC 2023, Shenyang, China.

*July 27-30, 2023: Attend the CCFAI 2023, Urumqi, China.

*June 30, 2023: Attend the CCAC 2023, Xi'an, China.

*June 10-12, 2023: Attend the VALSE 2023, Wuxi, China.

*May 11-14, 2023: Attend the CCIG 2023, Suzhou, China.

*Aug 26-28, 2022: Attend the JSAI 2022, Wuxi, China.

*June, 2022: I have become the Associated Professor at the School of Artificial Intelligent and Computer Science, Jiangnan University.

*July 21-24, 2021: Attend the CCFAI 2021, Yantai, China.

*July 10-11, 2021: Attend the CCAC 2021, Beijing, China.

*Nov 6-8, 2020: Attend the MLA 2020, Nanjing, China.

*Oct 22-24, 2020: Attend the CNCC 2020 ~~conference~~, Hangzhou, China.

*April 1, 2020: I have joined the School of Artificial Intelligent and Computer Science, Jiangnan University.

*July 1, 2019: I have become a Lecturer at the School of Internet of Things, Jiangnan University.

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*2024: 江南大学第二十届我最喜爱的老师

*2023: The "Call to Arms" award, ECAI 2023

*2023年江南大学本科优秀毕业设计（论文）指导老师

*From Sep 2016 to Aug 2019: Scholarship for Doctoral Studies (2016-2019), from Hasso-Plattner-Institut, Germany

*Oct 2018: Huawei Scholarship for Ph.D., from NJU, China

''' Conferences'''

'''17.''' '''TeMME: Temporal Knowledge Graph Completion using Multi-grade Multivector Embeddings'''[[https://link.springer.com/chapter/10.1007/978-981-96-0125-7_26 PDF]][[https://github.com/jncsnlp/TeMME CODE]]

'''Lu H''', Yu H, Fan C, Zhan Q, Fang W, Wu X

In Proceedings of''' ''' PRICAI'''-24'''. Kyoto, Japan, 2024: 121-126.

'''16.''' '''A Novel MLLMs-based Two-stage Model for Zero-shot Multimodal Sentiment Analysis'''[[https://link.springer.com/chapter/10.1007/978-981-96-0119-6_41#citeas PDF]][[https://github.com/jncsnlp/M2S CODE]]

'''Lu H''', Li X

In Proceedings of''' ''' PRICAI'''-24'''. Kyoto, Japan, 2024.

'''15. '''JN-NLP at SIGHAN-2024 dimABSA Task: Extraction of Sentiment Intensity Quadruples Based on Paraphrase Generation[[https://aclanthology.org/2024.sighan-1.14/ PDF]]

Jiang Y, Liu T, '''Lu H'''

In Proceedings of''' ''' SIGHAN'''-10'''. Bangkok, Thailand, 2024: 121-126.

'''14. JN666 at SemEval-2024 Task 7: NumEval: Numeral-Aware Language Understanding and Generation'''[[https://aclanthology.org/2024.semeval-1.76/ PDF]]

Liu X, Liu X, '''Lu H'''

In Proceedings of''' ''' SemEval'''-24'''. Mexico City, Mexico, 2024: 497-502.

'''13. A Novel Differentiable Rank Learning Method Towards Stock Movement Quantile Forecasting'''

Fan C, '''Lu H''', Huang A

In Proceedings of''' ''' ECAI'''-23'''. Kraków, Poland, 2023. (CCF-B)

'''12. Where to Attack: A Dynamic Locator Model for Backdoor Attack in Text Classifications'''[[https://aclanthology.org/2022.coling-1.82/ PDF]][[https://github.com/jncsnlp/locatormodel CODE]]

'''Journals'''

'''26.'''''  '''''R''''''umor detection for emergency events via few-shot ensembled prompt learning'''[[https://link.springer.com/article/10.1007/s10844-025-00944-6 PDF]] Su C, Zhou J, Jiang Z, Zhu S, Li C, Fang W, '''Lu H'''. '''Journal of Intelligent Information Systems''', 2025. (SCI, CCF C) '''25. MuSIA: Exploiting multi-source information fusion with abnormal activations for out-of-distribution detection'''[[https://www.sciencedirect.com/science/article/pii/S0893608025003065 PDF]] '''Lu H''', Guo X, Jiang W, Fan C, Du Y, Shao Z, Fang W, Wu X. '''Neural Networks''', 2025, 188, 107427. (SCI, CCF B) '''24. A novel efficient bi-objective evolutionary algorithm for frequent and high utility itemsets mining'''[[https://link.springer.com/article/10.1007/s12293-025-00437-7 PDF]] Ma L, Li C, '''Lu H''', Fang W, Lin J. '''Memetic Computing''', 2025, 117(4). (SCI) '''23. '''16'''K'''nowledge-guided prompt-based continual learning: Aligning task-prompts through contrastive hard negatives[[https://www.sciencedirect.com/science/article/abs/pii/S0950705125000577?via=ihub PDF]][[https://github.com/jncsnlp/KG-Prompt CODE]] '''Lu H''', Lin L, Fan C, Wang C, Fang W, Wu X. '''Knowledge based Systems''', 2025, 310, 113009. (SCI, CCF C) '''22. '''A novel span-based Knowledge-enhanced framework for aspect sentiment triplet extraction[[https://www.sciencedirect.com/science/article/abs/pii/S0925231224019167?via=ihub PDF]][[https://github.com/jncsnlp/Sken CODE]] '''Lu H''', Cong R, Nie W, Liu T, Fang W. '''Neurocomputing''', 2025, 619, 129145. (SCI, CCF C) '''21.'''''' QAIE: LLM-based Quantity Augmentation and Information Enhancement for Few-Shot Aspect-Based Sentiment Analysis'''[[https://www.sciencedirect.com/science/article/pii/S0306457324002760?dgcid=author PDF]][[https://github.com/jncsnlp/QAIE-ABSA CODE]] '''Lu H''', Liu T, Cong R, Yang J, Gan Q, Fang W, Wu X. '''Information Processing and Management''', 2025, 62(1), 103917. (SCI, CCF B) '''20. A machine learning model based on CHAT-23 for early screening of autism in Chinese children'''[[https://www.frontiersin.org/journals/pediatrics/articles/10.3389/fped.2024.1400110/full?utm_source=Email_to_authors_&utm_medium=Email&utm_content=T1_11.5e1_author&utm_campaign=Email_publication&field&journalName=Frontiers_in_Pediatrics&id=1400110 PDF]] '''Lu H''', Zhang H, Zhong Y, Meng X, Zhang M, Qiu T '''Frontiers in Pediatrics''', 2024, 12. (SCI) '''19. GPU-Based Efficient Parallel Heuristic Algorithm for High-Utility Itemset Mining in Large Transaction Datasets'''[[https://ieeexplore.ieee.org/document/10167780/ PDF]] Fang W, Jiang H, '''Lu H''', Sun J, Wu X, Lin J '''IEEE Transactions on Knowledge and Data Engineering''', 2024, 36(2): 652-667. (CCF A) '''18. Mutual Information-Guided GA for Bayesian Network Structure Learning'''[[https://ieeexplore.ieee.org/abstract/document/9940608 PDF]] Yan K, Fang W, '''Lu H''', Zhang X, Sun J, Wu X '''IEEE Transactions on Knowledge and Data Engineering''', 2023, 35(8): 8282-8299. (CCF A) '''17.结合扩散模型图像编辑的图文检索后门攻击（录用）''' 杨舜和  '''陆恒杨''' '''计算机科学与探索''', 2023. 16.'' '''''Think More Ambiguity Less: A Novel Dual Interactive Model with Local and Global Semantics for Chinese ~~NER（Accept）~~Named Entity Recognition'''[[https://dl.acm.org/doi/10.1145/3583685 PDF]]~~'''~~

Jia Y, Fang W, '''Lu H'''

'''Transactions on Asian and Low-Resource Language Information Processing''', 2023, 22(6):1-21.

'''15. 基于提示调优的中文上位词发现（录用）'''[[https://github.com/jncsnlp/ProCHD CODE]]

周俊康, '''陆恒杨''', 刘哲 和方伟

'''12. A deep neural networks-based fusion model for COVID-19 rumor detection from online social media'''[[https://www.emerald.com/insight/content/doi/10.1108/DTA-06-2021-0160/full/html LINK]]

'''Lu H*''', Yang J, Fang W, Song X, Wang C

'''Data Technologies and Applications''', 2022, 56(5): 806-824. (SCI)

'''11. 面向网络社交媒体的少样本新冠谣言检测'''[[http://jcip.cipsc.org.cn/CN/abstract/abstract3255.shtml Chinese Version]][[https://github.com/jncsnlp/COVID-RUMOR-SINA-WEIBO Data]]

'''陆恒杨''', 范晨悠 和吴小俊

'''Patents'''

'''7.''''''一种中文上位词检索方法及装置'''，'''陆恒杨'''，周俊康，刘哲，方伟，孙俊，吴小俊，ZL202310214059.X

申请日：2023年03月07日；授权公告日：2024年07月12日

'''6.一种长尾分布场景下的方面类别识别方法及系统'''，'''陆恒杨'''，方伟，聂玮，孙俊，吴小俊，ZL202111681644.8

申请日：2021年12月30日；授权公告日：2024年04月02日

'''5.TEXT CLASSIFICATION BACKDOOR ATTACK PREDICTION METHOD, SYSTEM, AND DEVICE'''，'''Hengyang Lu'''，Chenyou Fan，Wei Fang，Jun Sun，Xiaojun Wu，US011829474B1

申请日：2023年07月21日；授权日：2023年11月28日

'''4.一种基于扩散模型的图文检索后门攻击方法、装置及设备'''，'''陆恒杨'''，杨舜，方伟，孙俊，吴小俊，ZL202310821656.9

申请日：2023年07月06日；授权公告日：2023年10月13日

'''3.文本中多义性单词的标注方法、设备、处理器和存储介质 '''，'''陆恒杨'''，黄渊卓，方伟，ZL202110270079.X

~~申请日：2021年3月12日；授权公告日：2023年1月6日~~申请日：2021年03月12日；授权公告日：2023年1月6日

'''2.基于元学习及深度学习的少样本社交媒体谣言检测方法'''，'''陆恒杨'''，范晨悠，杨舜，吴小俊，ZL202110770088.5

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*Registration Chair of VALSE 2023, Conference (视觉与学习青年学者研讨会) *Session Chair of 'LLM1' in PRICAI 2024, Conference *Session Chair of 'Word, text and document processing' in ICONIP 2018, Conference *PC member of AAAI 2021, ~~Conference~~ECAI 2023, CVPR 2024-2025 *Reviewer of KSEM 2023, ACML 2024, ICONIP 2024 *Reviewer of IEEE Transactions on Knowledge and Data Engineering, IEEE Transactions on Neural Networks and Learning Systems, IEEE Transactions on Information Forensics and Security, IEEE Transactions on Computational Social Systems, IEEE Transactions on Affective Computing. *Reviewer of ACM Computing Surveys, Journal *Reviewer of Information Processing and Management, Journal *Reviewer of Knowledge and Information Systems, Journal *Reviewer of Applied Intelligence, Journal *Reviewer of Journal of Computational Social Science, Journal

*Reviewer of Cybernetics and Systems, Journal

*Reviewer of~~  Journal of Computational Social~~ Peer J Computer Science, ~~Journal~~ *Reviewer of ~~ACM Computing Surveys, Journal~~ *~~Reviewer of~~ Complexity, ~~Journal~~ *~~Reviewer of~~ IEEE Access, ~~Journal~~ * ~~Reviewer of MBR (~~Multivariate Behavioral Research~~), Journal~~ *Reviewer of KAIS (Knowledge and Information Systems), Journal *Dec 13, 2018: Session Chair of 'Word, text and document processing' in ICONIP 2018, Siem Reap, Cambodia

'''Teaching'''

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*Principle of Compiler. (for undergraduate students of CS Dept. Fall, 2019-2021, Spring, 2023, 2024，2025)

*Course Design of Principle of Compiler. (for undergraduate students of CS Dept. Summer, 2023, 2024，2025)

*Natural Language Processing. (for undergraduate students of CS Dept. Fall, 2023, 2024)

*Computer Ethics. (for undergraduate students of CS Dept. Spring, 2022, 2023, 2024)

*Frontier Course in Computer Science. (for undergraduate students of CS Dept. Fall, 2023)

*Machine Learning. (for undergraduate students of CS Dept. Fall, 2022)

*Programming II (Python). (for undergraduate student of AI Dept. Fall, 2022)

*Computer Ethics. (for undergraduate students of CS Dept. Spring, 2022)

*Course Design of Artificial Intelligence. (for undergraduate students of CS Dept. Summer, 2020, 2021)

*Introduction to Artificial Intelligence. (for undergraduate students of CS Dept. Spring, 2020, 2021, 2022)

*Introduction to C++ Programming. (for undergraduate students of CS Dept. Spring, 2020)

*Principle of Compiler. (for undergraduate students of CS Dept. Fall, 2019, 2020, 2021)

*Mathematical Logic. (assistant, for undergraduate students of CS Dept. Spring, 2016)

*Introduction to Java Programming. (assistant, for undergraduate students of CS Dept. Fall, 2014)

'''Graduate'''

2024

Jun-jie Zheng 郑俊杰，Xinyi Liu 刘新宜，Yunfan Jiang 姜云帆，Yang Gao 高杨，Jing-jing Zhao 赵箐箐

2023

Rui Cong 丛瑞，Ji-peng He 何纪芃，Xing-tong Liu 刘欣桐，Xin Guo 郭鑫，Bin Tang 唐斌，Yi-yang Song 宋易洋

2022

2021

Jun-kang Zhou 周俊康 (Co-supervised with Prof. Wei ~~Fang~~Fang，小米)

2020

Shun Yang 杨舜 (Co-supervised with Prof. Xiaojun WuWu，小米)，

Wei Nie 聂玮 (Co-supervised with Prof. Wei ~~Fang~~Fang，人民银行)，Yue Jia 贾玥(Co-supervised with Prof. Wei ~~Fang~~Fang，满运)

'''Undergraduate'''

2020

Zirui Li 李子睿（北京大学直博），Xinyi Liu 刘新宜（江南大学保研），Yunfan Jiang 姜云帆（江南大学）

2019

Jiayin Wei 位佳茵 (东南大学保研)

2018

~~Wenchang~~ Shihao Weng 翁诗浩 (南京大学保研)，Wenchang Liu 刘文昌 (东南大学读研)~~，Yuanzhuo Huang 黄渊卓，Yumeng~~ ，Yumeng Liu 刘雨萌 (苏州大学 ~~读研)，Shihao Weng 翁诗浩 (南京大学读研~~保研)，Yuanzhuo Huang 黄渊卓

'''Thesis Defense'''

*June, 2024: 马力（省优、校优），孟祥瑜，庞新媛，姜云帆，刘新宜，张文俊，王效禹. 7名本科生通过答辩.

*June, 2024: 周俊康. 1名硕士生通过答辩.

*June, 2023: 刘裕勇（校优），朱渝，位佳茵，宋易洋，张超，王海彤，黄晓霞，孙拓，Abdulkadir Duran Adan. 8名本科生、1名留学生通过答辩.

*Dec,  2023: 杨舜. 1名硕士生通过答辩.

*June, 2022: 翁诗浩（校优），刘雨萌，刘文昌，黄渊卓，余江明，邱国容，毕乾祥，何纪芃，Kaiyr Galymzhan. 8名本科生、1名留学生通过答辩.

*June, 2021: 满建涛，张达斌，张震，张辰，马樊城，姜彤. 6名本科生通过答辩.

'''News of Students'''

*April, 2025: one paper of Chen Su (undergraduate student) has been accepted by 《Journal of Intelligent Information Systems》, SCI (IF 2.3), Rank: CCF-C.

*April, 2025: one paper of Yi Zhong have been accepted by IJCNN-25, Rank: CCF-C

*March, 2025: one paper of Xin Guo has been accepted by 《Neural Networks》, SCI (IF 6), Rank: CCF-B.

*Jan, 2025: one paper of Long-kang Lin has been accepted by 《Knowledge based Systems》, SCI (IF 7.2), Rank: CCF-C. one paper of Jia-ming Zhang has been accepted by 《Neurocomputing》, SCI (IF 5.5), Rank: CCF-C

*Dec, 2024: 研究生刘欣桐荣获江南大学2024年“小米奖学金”

*Dec, 2024: one paper of Rui Cong has been accepted by 《Neurocomputing》, SCI (IF 5.5), Rank: CCF-C

*Nov, 2024: 本科生刘鑫楠等的一篇论文被《计算机工程与应用》录用，Rank: CCF-T2

*Oct, 2024: one paper of Tian-ci Liu has been accepted by 《Information Processing & Management》, SCI (IF 7.4), Rank: CCF-B

*Aug, 2024: two papers of Haokun Yu and Xiaofei Li have been accepted by PRICAI-24, Rank: CCF-C

*July, 2024: 本科生姜云帆参加SigHan-2024评测论文被录用

*March, 2024: 本科生刘新宜参加SemEval-2024评测论文被录用

*Nov, 2023: 研究生周俊康荣获江南大学2023年“小米奖学金”

*July, 2023: 研究生杨舜的一篇论文被《计算机科学与探索》录用, Rank: CCF-T2

*Feb, 2023: one paper of Yue Jia has been accepted by TALLIP, Rank: CCF-C

*Jan, 2023: 研究生周俊康的一篇论文被《中文信息学报》录用, Rank: CCF-BT1

*Aug, 2022: one paper of Wei Nie has been accepted by PRICAI-22, Rank: CCF-C

'''Competitions'''

*2024全国大学生计算机系统能力大赛-智能计算创新设计赛（先导杯）全国总决赛，三等奖。王天宇，程龙，祝毅杰，杨梓，'''陆恒杨'''（指导老师）

*2024全国大学生计算机系统能力大赛编译系统设计赛（华为毕昇杯）全国总决赛功能挑战赛道，二等奖。杨梓，刘飞，程汉，丁海峰，'''陆恒杨'''（指导老师）

*2024年第十五届蓝桥杯全国软件和信息技术专业人才大赛项目实战赛-人工智能大学组全国赛，一等奖。谢炳炎，张家铭，任硕研，'''陆恒杨'''（指导老师）

*2024年第十五届蓝桥杯全国软件和信息技术专业人才大赛项目实战赛-人工智能大学组全国赛，二等奖。宋易洋，唐斌，郭鑫，'''陆恒杨'''（指导老师）

*2024年第十五届蓝桥杯全国软件和信息技术专业人才大赛项目实战赛-人工智能大学组全国赛，二等奖。刘欣桐，丛瑞，何纪芃，'''陆恒杨'''（指导老师）

*2024年第十五届蓝桥杯全国软件和信息技术专业人才大赛项目实战赛-人工智能大学组全国赛，三等奖。李文杰，刘豫龙，董万里，'''陆恒杨'''（指导老师）

*2024年第十五届蓝桥杯全国软件和信息技术专业人才大赛江苏赛区Python程序设计研究生组，三等奖。刘欣桐，'''陆恒杨'''（指导老师）

*2024年第十五届蓝桥杯全国软件和信息技术专业人才大赛江苏赛区Python程序设计研究生组，三等奖。于浩坤，'''陆恒杨'''（指导老师）

*2024年第十五届蓝桥杯全国软件和信息技术专业人才大赛江苏赛区Python程序设计研究生组，三等奖。李晓菲，'''陆恒杨'''（指导老师）

*2023年第六届开源创新大赛“开源案例教学赛道-特色化开源案例教学赛”二等奖。'''陆恒杨'''，何纪芃，丛瑞，杨茜茹

*2023年第十四届蓝桥杯大赛专项赛暨首届“元境杯”元宇宙创想+数字内容创作大赛平面创意赛道（学生组），全国三等奖。刘鑫楠，王子硕，洪鑫宇，曹振洋，'''陆恒杨'''（指导教师）

*2023年第十四届蓝桥杯全国软件和信息技术专业人才大赛江苏赛区Python程序设计研究生组，二等奖。赵雅苹，'''陆恒杨'''（指导老师）

*2022年第十届全国大学生数字媒体科技作品及创意竞赛全国总决赛，三等奖。谭懿唯，韩茜，李子睿，张之涵，李鑫然，'''陆恒杨'''（指导教师），代成龙

*2021, ICPC Regionals (Jinan Site), Bronze Medal. Zhu Wentao, Zhu Yu, Wang Lei, '''Lu Hengyang ''' (coach)

'''Personal Interests'''

Lhy

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Luhy

南京大学IIP